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"en": "<jats:p>Productive fisheries are strongly linked to the ecological state of the essential habitats. In this study, we developed a methodology to assess the most important reproduction habitats of fish by using larval survey data and Bayesian species distribution models that predict the spatial distribution and abundance of fish larvae. Our case study with four commercially and ecologically important fish species in the coastal zone of the northern Baltic Sea demonstrated that the production of fish stocks can be concentrated to an extremely limited area compared with the entire suitable production area. The area suitable for larval production varied from 3.7% to 99.8% among species, but the smallest area responsible for 80% of the cumulative larval production was two to five times more limited, varying from 1.4% to 52.9% among species. Hence, instead of the traditional approach of modeling only habitat suitability for fish production, marine spatial planning and management should take into account the areal production potential. Moreover, the developed methodology enables linking of the total production potential across the whole distribution area to fisheries stock assessment and management.</jats:p>",
"fi": "<jats:p>Productive fisheries are strongly linked to the ecological state of the essential habitats. In this study, we developed a methodology to assess the most important reproduction habitats of fish by using larval survey data and Bayesian species distribution models that predict the spatial distribution and abundance of fish larvae. Our case study with four commercially and ecologically important fish species in the coastal zone of the northern Baltic Sea demonstrated that the production of fish stocks can be concentrated to an extremely limited area compared with the entire suitable production area. The area suitable for larval production varied from 3.7% to 99.8% among species, but the smallest area responsible for 80% of the cumulative larval production was two to five times more limited, varying from 1.4% to 52.9% among species. Hence, instead of the traditional approach of modeling only habitat suitability for fish production, marine spatial planning and management should take into account the areal production potential. Moreover, the developed methodology enables linking of the total production potential across the whole distribution area to fisheries stock assessment and management.</jats:p>",
"und": "<jats:p>Productive fisheries are strongly linked to the ecological state of the essential habitats. In this study, we developed a methodology to assess the most important reproduction habitats of fish by using larval survey data and Bayesian species distribution models that predict the spatial distribution and abundance of fish larvae. Our case study with four commercially and ecologically important fish species in the coastal zone of the northern Baltic Sea demonstrated that the production of fish stocks can be concentrated to an extremely limited area compared with the entire suitable production area. The area suitable for larval production varied from 3.7% to 99.8% among species, but the smallest area responsible for 80% of the cumulative larval production was two to five times more limited, varying from 1.4% to 52.9% among species. Hence, instead of the traditional approach of modeling only habitat suitability for fish production, marine spatial planning and management should take into account the areal production potential. Moreover, the developed methodology enables linking of the total production potential across the whole distribution area to fisheries stock assessment and management.</jats:p>"
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"en": "The larval areas of pikeperch, perch, Baltic herring and smelt were surveyed in the VELMU project in years 2007-2014 in the Finnish coasts at altogether 673 sampling sites. Paired Gulf samplers were used as the main survey method. As by-catch also information of the occurrence of larval gobies was gathered. Survey data has been used for distribution modelling of the larval fish habitats and it is suitable for coastal spatial planning.\n\n##Method description\nThe larval areas of pikeperch, perch, Baltic herring and smelt were surveyed in the VELMU project in the Finnish coastal area in years 2007-2014. The larval fish survey comprised a total of 1788 sampling occasions at 655 distinct sampling sites in 5 sea areas Sampling sites covered the whole Finnish coast. Survey was usually conducted during one summer in one sea area, but during the sampling period every sampling site was visited 2 - 4 times at two weeks intervals. Paired Gulf samplers were used as the main survey method. The sampling was systematically conducted during the day (8 am to 8 pm) over transects of 400 m (in 2007–2008) or 500 m (in 2009–2014) at a speed of 2.2 kn and only in good weather conditions (wind speed < 8 m/s, wave height < 30 cm). The paired samplers had fixed depths of 0.5 m and 1.0 m, and the catch and effort were pooled to form one sample observation The samples were stored and species identification and measurement took place later in a laboratory. As by-catch also information of the occurrence of larval gobies was gathered",
"fi": "Kuhan, ahvenen, silakan ja kuoreen poikasalueita kartoitettiin VELMU-projektissa 2007-2014 Suomen rannikolla yhteensä 673 tutkimusalalla. Kartoitusmenetelmänä käytettiin parittaisia, veneen keulaan kiinnitettäviä Olympia Gulf - poikashaavinoutimia. Sivusaaliina saatiin tietoja myös mm. tokkojenpoikasten esiintymisestä. Kartoitusaineistoa on käytetty kalojen poikasalueshabitaattimallinnuksessa ja se sopii rannikkoalueiden suunnitteluun.\n\n##Menetelmäkuvaus\nKuhan, ahvenen, silakan ja kuoreen poikasalueita kartoitettiin VELMU-projektissa 2007-2014 Suomen rannikolla yhteensä 673 tutkimusalalla. Tutkimusalat sijoitettiin ryppäisiin, jotka kattoivat koko Suomen rannikon. Yhdellä merialueella kartoituksia suoritettiin yleensä vain yhtenä vuonna, mutta silloin kullakin alalla käytiin 2-4 kertaa kahden viikon välein. Kartoitusmenetelmänä käytettiin parittaisia, veneen keulaan kiinnitettäviä Olympia Gulf - poikashaavinoutimia. Ala koostui 500 m pitkästä ajosta vakionopeudella (2.1 m/s) ja analyysejä varten parittaiset Gulf-näytteet, jotka otettiin 0.5 m ja 1 m syvyydestä, yhdistettiin. Näytteet säilöttiin ja lajintunnistus ja poikasten mittaus tapahtui myöhemmin laboratoriossa. Sivusaaliina saatiin tietoja myös mm. tokkojenpoikasten esiintymisestä. ",
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